Fresh Data Collection for UAV-Assisted IoTs based on Aerial Collaborative Relay

Low-latency data delivery in sparse deployment scenarios is a challenging problem. The emergence of UAV-assisted IoTs provides a viable path to solve this problem. In the existing UAV-assisted Internet of Things system, UAVs usually complete data collection through task collaboration, but there is n...

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Bibliographic Details
Published in:IEEE sensors journal 2023-03, p.1-1
Main Authors: Huang, Xiong, Fu, Xiuwen
Format: Article
Language:English
Subjects:
aerial collaborative relay
Age of information
Autonomous aerial vehicles
Base stations
Collaboration
Data collection
Internet of Things
Relays
Sensors
UAV-assisted Internet of things
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Summary:Low-latency data delivery in sparse deployment scenarios is a challenging problem. The emergence of UAV-assisted IoTs provides a viable path to solve this problem. In the existing UAV-assisted Internet of Things system, UAVs usually complete data collection through task collaboration, but there is no data relay transmission between UAVs. The main bottleneck of this mode is that the UAV responsible for the edge region of the ground sensor network needs to fly a long distance to send data to the base station, which will seriously affect the age of information (AoI) performance of the system. Therefore, in this work, we design a UAV-assisted IoT data collection mechanism based on aerial collaborative relay and propose an AoI-sensitive data collection scheme. In this scheme, we design a general AoI expectation (GAE) function to achieve iterative optimization of UAV flight paths. Extensive experimental results have shown that the proposed data collection scheme requires less deployment preparation time while obtaining better AoI performance than existing data collection schemes.
ISSN:1530-437X
DOI:10.1109/JSEN.2023.3253920